The following table provides summary statistics for permanent job vacancies advertised in Croydon with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / Croydon
Rank 28 38 33
Rank change year-on-year +10 -5  
Permanent jobs citing ETL 5 5 1
As % of all permanent IT jobs advertised in Croydon 2.89% 1.95% 0.63%
As % of the Processes & Methodologies category 3.50% 2.49% 0.85%
Number of salaries quoted 5 1 1
Median salary £64,000 £60,000 £55,000
Median salary % change year-on-year +6.66% +9.09%  
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Croydon with a requirement for process and methodology skills.

Process & Methodology Skills
Croydon
Permanent job vacancies with a requirement for process and methodology skills 143 201 117
As % of all permanent IT job vacancies advertised in Croydon 82.66% 78.52% 74.05%
Number of salaries quoted 115 169 97
Median salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00%  
90% offered a salary of more than £27,500 £28,000 £25,500
10% offered a salary of more than £70,000 £66,209 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Croydon

The job posting trend of jobs advertised in Croydon citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Croydon

ETL
Salary Trend in Croydon

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Croydon.

Salary trend for ETL in Croydon

ETL
Salary Histogram in Croydon

The salary distribution of IT jobs citing ETL in Croydon over the 3 months to 22 March 2017.

Salary histogram for ETL in Croydon

ETL
Top 30 Related IT Skills in Croydon

For the 6 months to 22 March 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Croydon region with a requirement for ETL.

1 13 (81.25%) Business Intelligence
2 12 (75.00%) Data Warehouse
3 9 (56.25%) Data Modelling
4 8 (50.00%) Informatica
4 8 (50.00%) Oracle
4 8 (50.00%) Finance
4 8 (50.00%) Agile Software Development
4 8 (50.00%) Oracle BI EE
5 7 (43.75%) DevOps
6 5 (31.25%) Microsoft
7 4 (25.00%) SOA
7 4 (25.00%) Workflow
7 4 (25.00%) SQL
7 4 (25.00%) ERP
7 4 (25.00%) SAP
7 4 (25.00%) SAP ERP
7 4 (25.00%) Private Cloud
7 4 (25.00%) Enterprise Software
7 4 (25.00%) Presales
7 4 (25.00%) Office 365
7 4 (25.00%) Big Data
7 4 (25.00%) IaaS
7 4 (25.00%) Analytics
7 4 (25.00%) Microsoft Azure
7 4 (25.00%) PaaS
8 2 (12.50%) Scala
8 2 (12.50%) Hadoop
8 2 (12.50%) Kimball Methodology
8 2 (12.50%) Kafka
8 2 (12.50%) Java

ETL
Top Related IT Skills in Croydon by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (12.50%) Apache Spark
Business Applications
1 4 (25.00%) SAP ERP
Cloud Services
1 4 (25.00%) IaaS
1 4 (25.00%) Microsoft Azure
1 4 (25.00%) Office 365
1 4 (25.00%) PaaS
Database & Business Intelligence
1 12 (75.00%) Data Warehouse
2 8 (50.00%) Oracle BI EE
3 4 (25.00%) Big Data
4 2 (12.50%) BusinessObjects
4 2 (12.50%) Hadoop
4 2 (12.50%) SQL Server
4 2 (12.50%) SQL Server Integration Services
5 1 (6.25%) Power BI
5 1 (6.25%) QlikView
5 1 (6.25%) SQL Server 2005
5 1 (6.25%) SQL Server 2016
5 1 (6.25%) SQL Server Analysis Services
5 1 (6.25%) SQL Server Reporting Services
General
1 8 (50.00%) Finance
2 1 (6.25%) Advertising
2 1 (6.25%) Banking
Job Titles
1 8 (50.00%) Business Intelligence Manager
1 8 (50.00%) Data Manager
1 8 (50.00%) Data Warehouse Manager
1 8 (50.00%) Product Manager
2 4 (25.00%) Architect
2 4 (25.00%) Developer
2 4 (25.00%) Integration Architect
2 4 (25.00%) Solutions Architect
3 2 (12.50%) ETL Developer
3 2 (12.50%) IT Architect
3 2 (12.50%) SOA Architect
4 1 (6.25%) Apache Spark Developer
4 1 (6.25%) Business Intelligence Developer
4 1 (6.25%) Hadoop Developer
4 1 (6.25%) Java Developer
4 1 (6.25%) Java Hadoop Developer
4 1 (6.25%) SQL Database Developer
4 1 (6.25%) SSAS Developer
4 1 (6.25%) SSIS Developer
4 1 (6.25%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (12.50%) Kafka
2 1 (6.25%) Spark Streaming
Miscellaneous
1 4 (25.00%) Enterprise Software
1 4 (25.00%) Private Cloud
Processes & Methodologies
1 13 (81.25%) Business Intelligence
2 9 (56.25%) Data Modelling
3 8 (50.00%) Agile Software Development
4 7 (43.75%) DevOps
5 4 (25.00%) Analytics
5 4 (25.00%) ERP
5 4 (25.00%) Presales
5 4 (25.00%) SOA
5 4 (25.00%) Workflow
6 2 (12.50%) Kimball Methodology
7 1 (6.25%) Inmon Methodology
7 1 (6.25%) Migration
Programming Languages
1 4 (25.00%) SQL
2 2 (12.50%) Java
2 2 (12.50%) Scala
2 2 (12.50%) T-SQL
Qualifications
1 1 (6.25%) SC Cleared
1 1 (6.25%) Security Cleared
System Software
1 1 (6.25%) HDFS
Systems Management
1 1 (6.25%) Hadoop YARN
Vendors
1 8 (50.00%) Informatica
1 8 (50.00%) Oracle
2 5 (31.25%) Microsoft
3 4 (25.00%) SAP
4 2 (12.50%) Cognos
4 2 (12.50%) Jaspersoft